Zero of fourteen models named Splunk SOAR first on the direct prompt; zero named Torq. Both were named by all fourteen models and Splunk SOAR carries 57 labels and Torq 36, so the shares are not directly comparable.
Named in two categories this edition.
Named in three categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the SOAR platforms page.
Across every category in the November 2026 Edition, Splunk SOAR and Torq were named in the same answer ninety times, of the 197 answers naming Splunk SOAR and the 104 naming Torq. In those answers Torq took the first choice five times and Splunk SOAR two.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid for tight budgets: Enterprise-heavy tools like Palo Alto Cortex XSOAR, Splunk SOAR, or FortiSOAR” Grok 4.20 · budget prompt · hard negative
“Avoid for Mid-Sized B2B: ... Splunk SOAR – Similarly heavy on licensing and complexity” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Avoid being swayed by the largest enterprise platforms (Splunk SOAR, IBM QRadar SOAR)” DeepSeek V4 Flash · scale prompt · hard negative
“Palo Alto Networks Cortex XSOAR and Splunk SOAR are top recommendations” Mistral Small · paraphrase prompt · first choice
“I recommend Splunk SOAR (formerly Phantom) as the top choice.” Grok 4.20 · paraphrase prompt · first choice
“Choose Microsoft Sentinel or Splunk SOAR if your SIEM is already based in Azure/Sentinel or Splunk Enterprise Security.” Gemini 3.5 Flash · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“While newer, it has a 30% negative rate, with some users reporting integration and scalability issues” Mistral Small · negative prompt · hard negative
“Torq is generally not recommended for tight budgets” DeepSeek V4 Flash · budget prompt · hard negative
“Vendors that slipped in recent positioning — Logpoint, ManageEngine, Torq — deserve extra scrutiny” Muse Glimmer 30B · negative prompt · soft negative
“Platforms like Tines, Swimlane Turbine, or Torq offer modern visual workflow builders” Gemini 3.5 Flash · negative prompt · first choice
“Hyperautomation focus, fast deployment, good for mid-size with strong AI-driven workflows.” Grok 4.20 · scale prompt · first choice
“look at Security Automation Platforms (like Tines, Torq, or Swimlane)” DeepSeek V4 Flash · negative prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.